Reducing lead requirements for wearable ECG: Chest lead reconstruction with 1D-CNN and Bi-LSTM by Kazuki Hebiguchi, Hiroyoshi Togo, Akimasa Hirata

“…This study aims to develop a deep learning model capable of reconstructing complete 12-lead ECG waveforms using a minimal number of chest leads, thereby optimizing lead configurations for wearable ECG systems. …”
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Characteristics and Cluster Analysis of 18,030 Sepsis Patients Who Were Admitted to Thailand’s Largest National Tertiary Referral Center during 2014–2020 to Identify Distinct Subty... by Phuwanat Sakornsakolpat, Surat Tongyoo, Chairat Permpikul

“…This study aimed to investigate the demographic, clinical, and laboratory characteristics of sepsis patients who were admitted to our center during 2014–2020 and to employ cluster analysis, which is a type of machine learning, to identify distinct types of sepsis in Thai population. …”
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Pilot study: Initial investigation suggests differences in EMT-associated gene expression in breast tumor regions by Kylie L. King, Hamed Abdollahi, Zoe Dinkel, Alannah Akins, Homayoun Valafar, Heather Dunn

“…This pilot study aimed to evaluate gene expression in TNBC samples from patients who identified as African American and Caucasian using traditional statistical methods and emerging Machine Learning (ML) approaches. ML enables the analysis of complex datasets and the extraction of useful information from small datasets. …”
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SPARQ: Efficient Entanglement Distribution and Routing in Space–Air–Ground Quantum Networks by Mohamed Shaban, Muhammad Ismail, Walid Saad

“…To solve the entanglement routing problem, a deep reinforcement learning (RL) framework is proposed and trained using deep Q-network (DQN) on multiple graphs of SPARQ to account for the network dynamics. …”
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Demonstration Exam in Continuing Entrepreneurial Education within the VET and HE Systems by O. A. Romanova, K. V. Anisimova

“…Interactive components used in teaching and learning entrepreneurship are investigated. According to the research results, as in the case of leading foreign practices, the best domestic practices are characterized by the use of constructivist pedagogy, while the key teaching method is long-term interdisciplinary student projects. …”
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College algebra students’ perceptions of exam errors and the problem-solving process by Mary E. Pilgrim, Linda C. Burks, Megan Ryals, Sloan Hill-Lindsay

“…Given the poor success rates often attributed to these courses, researchers have been looking for ways in which to better support student learning, such as examining the impact of enhancing study habits and skills and metacognitive knowledge. …”
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Energy-Efficient Aerial STAR-RIS-Aided Computing Offloading and Content Caching for Wireless Sensor Networks by Xiaoping Yang, Quanzeng Wang, Bin Yang, Xiaofang Cao

“…We propose a deep reinforcement learning (DRL)–successive convex approximation (SCA) combined algorithm to iteratively achieve near-optimal solutions with low complexity. …”
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Real-world clinical multi-omics analyses reveal bifurcation of ER-independent and ER-dependent drug resistance to CDK4/6 inhibitors by Zhengyan Kan, Ji Wen, Vinicius Bonato, Jennifer Webster, Wenjing Yang, Vladimir Ivanov, Kimberly Hyunjung Kim, Whijae Roh, Chaoting Liu, Xinmeng Jasmine Mu, Jennifer Lapira-Miller, Jon Oyer, Todd VanArsdale, Paul A. Rejto, Jadwiga Bienkowska

“…ER-dependent drug resistance mechanisms. Machine learning models predict therapeutic dependency on ESR1 and CDK4 among ER-dependent tumors and CDK2 dependency among ER-independent tumors, confirmed by experimental validation.…”
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Capable design or designing capabilities? An exploration of service design as an emerging organizational capability in Telenor – Martinkenaite by Ieva Martinkenaite, Karl Joachim Breunig, Annita Fjuk

“…Over time, these activities lead to the adoption of service design practices, and subsequently these practices spark incremental learning throughout the organization, alter managerial decisions and influence multiple paths for the development of new capabilities. …”
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Schizophrenia recognition based on three-dimensional adaptive graph convolutional neural network by Guimei Yin, Jie Yuan, Yanjun Chen, Guangxing Guo, Dongli Shi, Lin Wang, Zilong Zhao, Yanli Zhao, Manjie Zhang, Yuan Dong, Bin Wang, Shuping Tan

“…Abstract Previous deep learning-based brain network research has made significant progress in understanding the pathophysiology of schizophrenia. …”
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Asynchronous Distributed Coordinated Hybrid Precoding in Multi-Cell mmWave Wireless Networks by Meesam Jafri, Suraj Srivastava, Sunil Kumar, Aditya K. Jagannatham, Lajos Hanzo

“…Subsequently, a Bayesian learning (BL) technique is harnessed for decomposing the FD beamformer into its analog and baseband components and construct a hybrid transmit precoder (TPC). …”
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Equitable artificial intelligence for glaucoma screening with fair identity normalization by Min Shi, Yan Luo, Yu Tian, Lucy Q. Shen, Nazlee Zebardast, Mohammad Eslami, Saber Kazeminasab, Michael V. Boland, David S. Friedman, Louis R. Pasquale, Mengyu Wang

“…Research indicates a disproportionate impact of glaucoma on racial and ethnic minorities. Existing deep learning models for glaucoma detection might not achieve equitable performance across diverse identity groups. …”
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Early stroke behavior detection based on improved video masked autoencoders for potential patients by Meng Wang, Guanci Yang, Kexin Luo, Yang Li, Ling He

“…After that, the optimal parameters of EPBR-PS were determined through the experiment of learning rate and fusion weights of different features. …”
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VISUAL DIDACTIC REGULATORS OF LOGICAL-SEMANTIC TYPE by V. E. Shteinberg, N. N. Manko

“…The solution of the problem of synthesizing the regulators in the form of the coordinate-matrix structure of the regulators is shown; the universal learning activities performed in the course of the regulators’ design are considered. …”
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THE ROLE OF HOME READING CLASS IN THE LANGUAGE TRAINING OF STUDENTS OF INTERNATIONAL ECONOMIC RELATIONS by M. V. Grineva

“…The author goes on to analyze the professionally oriented novels by J.Grisham and J.Mead and concludes that they can be successfully incorporated into professionally oriented process of teaching English, as they fully satisfy all the above criteria and, moreover, represent a unique resource for a wide spectrum of professional competences of a future economist, both linguistic and non-linguistic (e.g. sociocultural and analytical competences). In addition, the learning aids written by the author encourage students to treat the text of the books as a source of professionally meaningful information.…”
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Development of Postural Control in Healthy Children: A Functional Approach by Christine Assaiante, Sophie Mallau, Sébastien Viel, Marianne Jover, Christina Schmitz

“…It is concluded that the first step for children consists in building a repertoire of postural strategies, and the second step consists in learning to select the most appropriate postural strategy, depending on the ability to anticipate the consequence of the movement in order to maintain balance control and the efficiency of the task.…”
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Agonism and performance in adolescent football players in informal physical education settings by Sara Aliberti, Francesca D’Elia, Giuseppe Giardullo, Giuseppe Giardullo, Gaetano Raiola

“…Physical education is integrated within the school curriculum, but it is also typically delivered in sports associations engaged in competitive activities, which become informal learning environments as they pursue the same educational goals as schools. …”
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Bypassing primary antiretroviral therapy centres in Sub-Saharan Africa: An integrative review of the theoretical and empirical literature by Maximillian Kolbe Domapielle, Sadat Zakari Abugbila, Marshall Kala

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The role of teachers’ beliefs and professional development in students’ mathematics motivation in primary education by Laura H. L. Niemi, Marja Holm, Eeva Haataja, Pia Ilomanni, Anu Laine

“…Given that teachers can play a significant role in fostering student motivation, the aim of this study was to investigate teachers’ influence on students’ motivation to learn mathematics. Alongside the teacher’s influence, we also aim to explore the impact of individual factors on students’ motivation. …”
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The role of music performance anxiety in musical training: four personal histories by Oscar Casanova, María Elena Riaño, Francisco Javier Zarza-Alzugaray, Santos Orejudo

“…Institutions of musical learning can help students cope with this disorder by encouraging musical creativity and selecting educators who apply empathetic teaching styles well-adapted to their pupils’ needs. …”
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